In colab, TensorFlow (TF) version 2.3.0 was used. TensorFlow is a high-level Python library, and allows for efficient deployment of machine learning models [1]}. An important feature of TensorFlow is its monitoring device, TensorBoard. TensorBoard is a GUI which makes tuning of hyperparameters and visualization of error metrics easier. fig:tensorboardtuning shows a snapshot from TensorBoard during training of our model.
